Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 40336 |
| Missing cells | 509176 |
| Missing cells (%) | 28.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.5 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 40 |
|---|---|
| Categorical | 4 |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
AST is highly correlated with Bilirubin_direct | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with AST and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
DBP has 7411 (18.4%) missing values | Missing |
EtCO2 has 37120 (92.0%) missing values | Missing |
BaseExcess has 27126 (67.3%) missing values | Missing |
HCO3 has 20119 (49.9%) missing values | Missing |
FiO2 has 22527 (55.8%) missing values | Missing |
pH has 21401 (53.1%) missing values | Missing |
PaCO2 has 21980 (54.5%) missing values | Missing |
SaO2 has 27248 (67.6%) missing values | Missing |
AST has 25979 (64.4%) missing values | Missing |
BUN has 2018 (5.0%) missing values | Missing |
Alkalinephos has 26163 (64.9%) missing values | Missing |
Calcium has 5339 (13.2%) missing values | Missing |
Chloride has 18925 (46.9%) missing values | Missing |
Creatinine has 2049 (5.1%) missing values | Missing |
Bilirubin_direct has 38279 (94.9%) missing values | Missing |
Glucose has 1580 (3.9%) missing values | Missing |
Lactate has 27843 (69.0%) missing values | Missing |
Magnesium has 4931 (12.2%) missing values | Missing |
Phosphate has 12015 (29.8%) missing values | Missing |
Potassium has 1867 (4.6%) missing values | Missing |
Bilirubin_total has 26088 (64.7%) missing values | Missing |
TroponinI has 33283 (82.5%) missing values | Missing |
Hct has 2317 (5.7%) missing values | Missing |
Hgb has 2448 (6.1%) missing values | Missing |
PTT has 20098 (49.8%) missing values | Missing |
WBC has 2625 (6.5%) missing values | Missing |
Fibrinogen has 35821 (88.8%) missing values | Missing |
Platelets has 2577 (6.4%) missing values | Missing |
Unit1 has 15617 (38.7%) missing values | Missing |
Unit2 has 15617 (38.7%) missing values | Missing |
FiO2 is highly skewed (γ1 = 133.2689459) | Skewed |
PatientID has unique values | Unique |
BaseExcess has 1020 (2.5%) zeros | Zeros |
HospAdmTime has 1313 (3.3%) zeros | Zeros |
SepsisLabel has 37404 (92.7%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 10:25:19.789930 |
|---|---|
| Analysis finished | 2021-11-29 10:25:37.670427 |
| Duration | 17.88 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 40336 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59671.27286 |
| Minimum | 1 |
|---|---|
| Maximum | 120000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2017.75 |
| Q1 | 10084.75 |
| median | 20475.5 |
| Q3 | 109916.25 |
| 95-th percentile | 117983.25 |
| Maximum | 120000 |
| Range | 119999 |
| Interquartile range (IQR) | 99831.5 |
Descriptive statistics
| Standard deviation | 50251.33712 |
|---|---|
| Coefficient of variation (CV) | 0.842136169 |
| Kurtosis | -1.946653503 |
| Mean | 59671.27286 |
| Median Absolute Deviation (MAD) | 20307 |
| Skewness | 0.01560297418 |
| Sum | 2406900462 |
| Variance | 2525196883 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 106559 | 1 | < 0.1% |
| 106552 | 1 | < 0.1% |
| 106553 | 1 | < 0.1% |
| 106554 | 1 | < 0.1% |
| 106555 | 1 | < 0.1% |
| 106556 | 1 | < 0.1% |
| 106557 | 1 | < 0.1% |
| 106558 | 1 | < 0.1% |
| 106560 | 1 | < 0.1% |
| Other values (40326) | 40326 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 120000 | 1 | |
| 119999 | 1 | |
| 119998 | 1 | |
| 119997 | 1 | |
| 119996 | 1 | |
| 119995 | 1 | |
| 119994 | 1 | |
| 119993 | 1 | |
| 119992 | 1 | |
| 119991 | 1 |
HR
Real number (ℝ≥0)
| Distinct | 26769 |
|---|---|
| Distinct (%) | 66.4% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.8051147 |
| Minimum | 30.25806452 |
|---|---|
| Maximum | 174.6976744 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 30.25806452 |
|---|---|
| 5-th percentile | 61.21040373 |
| Q1 | 73.46666667 |
| median | 83.0952381 |
| Q3 | 93.17416582 |
| 95-th percentile | 109.0399225 |
| Maximum | 174.6976744 |
| Range | 144.4396099 |
| Interquartile range (IQR) | 19.70749916 |
Descriptive statistics
| Standard deviation | 14.63198906 |
|---|---|
| Coefficient of variation (CV) | 0.1745954183 |
| Kurtosis | 0.2061531987 |
| Mean | 83.8051147 |
| Median Absolute Deviation (MAD) | 9.845238095 |
| Skewness | 0.3337958374 |
| Sum | 3379944.081 |
| Variance | 214.0951038 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 41 | 0.1% |
| 70 | 37 | 0.1% |
| 68 | 36 | 0.1% |
| 81 | 36 | 0.1% |
| 90 | 35 | 0.1% |
| 83 | 35 | 0.1% |
| 77 | 35 | 0.1% |
| 88 | 35 | 0.1% |
| 86 | 34 | 0.1% |
| 76 | 32 | 0.1% |
| Other values (26759) | 39975 |
| Value | Count | Frequency (%) |
| 30.25806452 | 1 | |
| 33.36 | 1 | |
| 35.41025641 | 1 | |
| 37.28571429 | 1 | |
| 37.96052632 | 1 | |
| 38.78378378 | 1 | |
| 38.984375 | 1 | |
| 39.61904762 | 1 | |
| 39.86764706 | 1 | |
| 40.0326087 | 1 |
| Value | Count | Frequency (%) |
| 174.6976744 | 1 | |
| 158.2142857 | 1 | |
| 156.1428571 | 1 | |
| 153 | 1 | |
| 150.8888889 | 1 | |
| 150.1666667 | 1 | |
| 148.5196078 | 1 | |
| 145.8 | 1 | |
| 145.6545455 | 1 | |
| 145.2586207 | 1 |
O2Sat
Real number (ℝ≥0)
| Distinct | 10662 |
|---|---|
| Distinct (%) | 26.4% |
| Missing | 18 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.15382246 |
| Minimum | 27 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 94.14255533 |
| Q1 | 96.14516129 |
| median | 97.39130435 |
| Q3 | 98.5 |
| 95-th percentile | 99.65482348 |
| Maximum | 100 |
| Range | 73 |
| Interquartile range (IQR) | 2.35483871 |
Descriptive statistics
| Standard deviation | 2.095485598 |
|---|---|
| Coefficient of variation (CV) | 0.02156874063 |
| Kurtosis | 98.08574629 |
| Mean | 97.15382246 |
| Median Absolute Deviation (MAD) | 1.168695652 |
| Skewness | -5.421248166 |
| Sum | 3917047.814 |
| Variance | 4.391059891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 349 | 0.9% |
| 97 | 263 | 0.7% |
| 98 | 242 | 0.6% |
| 97.5 | 205 | 0.5% |
| 99 | 204 | 0.5% |
| 98.5 | 198 | 0.5% |
| 96 | 190 | 0.5% |
| 96.5 | 165 | 0.4% |
| 99.5 | 128 | 0.3% |
| 95 | 113 | 0.3% |
| Other values (10652) | 38261 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 34.25 | 1 | |
| 49 | 1 | |
| 55.5 | 1 | |
| 56.30263158 | 1 | |
| 57.5 | 1 | |
| 61.95454545 | 1 | |
| 65.5 | 1 | |
| 65.8 | 1 | |
| 66.25 | 1 |
| Value | Count | Frequency (%) |
| 100 | 349 | |
| 99.99074074 | 1 | < 0.1% |
| 99.9893617 | 1 | < 0.1% |
| 99.98888889 | 1 | < 0.1% |
| 99.98684211 | 1 | < 0.1% |
| 99.98611111 | 2 | < 0.1% |
| 99.98571429 | 1 | < 0.1% |
| 99.98529412 | 1 | < 0.1% |
| 99.984375 | 1 | < 0.1% |
| 99.98387097 | 2 | < 0.1% |
Temp
Real number (ℝ≥0)
| Distinct | 14175 |
|---|---|
| Distinct (%) | 35.4% |
| Missing | 284 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.84286622 |
| Minimum | 30.5 |
|---|---|
| Maximum | 39.7375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 30.5 |
|---|---|
| 5-th percentile | 36.02833333 |
| Q1 | 36.5 |
| median | 36.81240385 |
| Q3 | 37.18272727 |
| 95-th percentile | 37.75285714 |
| Maximum | 39.7375 |
| Range | 9.2375 |
| Interquartile range (IQR) | 0.6827272727 |
Descriptive statistics
| Standard deviation | 0.5481941617 |
|---|---|
| Coefficient of variation (CV) | 0.01487924849 |
| Kurtosis | 3.03984375 |
| Mean | 36.84286622 |
| Median Absolute Deviation (MAD) | 0.3424038462 |
| Skewness | -0.1382893026 |
| Sum | 1475630.478 |
| Variance | 0.3005168389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.5 | 297 | 0.7% |
| 36.6 | 252 | 0.6% |
| 36.4 | 200 | 0.5% |
| 36.9 | 177 | 0.4% |
| 37 | 177 | 0.4% |
| 36.7 | 173 | 0.4% |
| 36.8 | 165 | 0.4% |
| 36.75 | 146 | 0.4% |
| 36.3 | 140 | 0.3% |
| 36 | 135 | 0.3% |
| Other values (14165) | 38190 | |
| (Missing) | 284 | 0.7% |
| Value | Count | Frequency (%) |
| 30.5 | 1 | |
| 31.44444444 | 1 | |
| 32.30714286 | 1 | |
| 32.35 | 1 | |
| 32.44285714 | 1 | |
| 32.45636364 | 1 | |
| 32.52 | 1 | |
| 32.75 | 1 | |
| 32.8 | 1 | |
| 32.93235294 | 1 |
| Value | Count | Frequency (%) |
| 39.7375 | 1 | |
| 39.71451613 | 1 | |
| 39.675 | 1 | |
| 39.61 | 1 | |
| 39.50714286 | 1 | |
| 39.385 | 1 | |
| 39.36666667 | 1 | |
| 39.358 | 1 | |
| 39.3475 | 1 | |
| 39.22291667 | 1 |
| Distinct | 27948 |
|---|---|
| Distinct (%) | 69.8% |
| Missing | 282 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 123.3214349 |
| Minimum | 35 |
|---|---|
| Maximum | 214.8181818 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 97.96666667 |
| Q1 | 110.375 |
| median | 121.3007353 |
| Q3 | 134.6421429 |
| 95-th percentile | 155.5475419 |
| Maximum | 214.8181818 |
| Range | 179.8181818 |
| Interquartile range (IQR) | 24.26714286 |
Descriptive statistics
| Standard deviation | 17.83022648 |
|---|---|
| Coefficient of variation (CV) | 0.1445833524 |
| Kurtosis | 0.2270386824 |
| Mean | 123.3214349 |
| Median Absolute Deviation (MAD) | 11.94352159 |
| Skewness | 0.4720636653 |
| Sum | 4939516.753 |
| Variance | 317.9169762 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 125 | 34 | 0.1% |
| 116 | 33 | 0.1% |
| 128 | 33 | 0.1% |
| 109.5 | 29 | 0.1% |
| 117 | 28 | 0.1% |
| 121 | 28 | 0.1% |
| 113 | 28 | 0.1% |
| 127 | 28 | 0.1% |
| 114 | 27 | 0.1% |
| 110 | 27 | 0.1% |
| Other values (27938) | 39759 | |
| (Missing) | 282 | 0.7% |
| Value | Count | Frequency (%) |
| 35 | 1 | |
| 48.51724138 | 1 | |
| 52.275 | 1 | |
| 54.54166667 | 1 | |
| 56.29807692 | 1 | |
| 57.3125 | 1 | |
| 57.39285714 | 1 | |
| 57.575 | 1 | |
| 58.16666667 | 1 | |
| 58.725 | 1 |
| Value | Count | Frequency (%) |
| 214.8181818 | 1 | |
| 207.0555556 | 1 | |
| 203.775 | 1 | |
| 200.7830189 | 1 | |
| 200.1555556 | 1 | |
| 197.7916667 | 1 | |
| 197.2 | 1 | |
| 197.1428571 | 1 | |
| 196.8043478 | 1 | |
| 194.6666667 | 1 |
| Distinct | 29015 |
|---|---|
| Distinct (%) | 72.1% |
| Missing | 104 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.56308065 |
| Minimum | 22 |
|---|---|
| Maximum | 149 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 65.28125 |
| Q1 | 73.58333333 |
| median | 80.81818182 |
| Q3 | 90 |
| 95-th percentile | 105.817791 |
| Maximum | 149 |
| Range | 127 |
| Interquartile range (IQR) | 16.41666667 |
Descriptive statistics
| Standard deviation | 12.57989961 |
|---|---|
| Coefficient of variation (CV) | 0.1523671296 |
| Kurtosis | 0.6877957276 |
| Mean | 82.56308065 |
| Median Absolute Deviation (MAD) | 8.043806818 |
| Skewness | 0.6909986699 |
| Sum | 3321677.861 |
| Variance | 158.2538742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85 | 42 | 0.1% |
| 80 | 41 | 0.1% |
| 79.5 | 38 | 0.1% |
| 79 | 38 | 0.1% |
| 82 | 36 | 0.1% |
| 76 | 35 | 0.1% |
| 81 | 34 | 0.1% |
| 92 | 32 | 0.1% |
| 87 | 32 | 0.1% |
| 78 | 31 | 0.1% |
| Other values (29005) | 39873 | |
| (Missing) | 104 | 0.3% |
| Value | Count | Frequency (%) |
| 22 | 1 | |
| 32.42518519 | 1 | |
| 34.29166667 | 1 | |
| 36.1915 | 1 | |
| 38.46875 | 1 | |
| 40.63419355 | 1 | |
| 41 | 1 | |
| 41.8 | 1 | |
| 41.917 | 1 | |
| 43.042 | 1 |
| Value | Count | Frequency (%) |
| 149 | 1 | |
| 143.2285714 | 1 | |
| 141.5416667 | 1 | |
| 141.0645161 | 1 | |
| 140.7241379 | 1 | |
| 140.4056604 | 1 | |
| 140.0657895 | 1 | |
| 140 | 1 | |
| 139.9375 | 1 | |
| 138.9907407 | 1 |
| Distinct | 20708 |
|---|---|
| Distinct (%) | 62.9% |
| Missing | 7411 |
| Missing (%) | 18.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.09587619 |
| Minimum | 24 |
|---|---|
| Maximum | 135.7222222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 48.25 |
| Q1 | 56.43396226 |
| median | 62.91666667 |
| Q3 | 70.65909091 |
| 95-th percentile | 83.72857143 |
| Maximum | 135.7222222 |
| Range | 111.7222222 |
| Interquartile range (IQR) | 14.22512864 |
Descriptive statistics
| Standard deviation | 10.93405346 |
|---|---|
| Coefficient of variation (CV) | 0.1705890317 |
| Kurtosis | 0.6409361117 |
| Mean | 64.09587619 |
| Median Absolute Deviation (MAD) | 6.995614035 |
| Skewness | 0.5638127481 |
| Sum | 2110356.723 |
| Variance | 119.553525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 61 | 50 | 0.1% |
| 69 | 45 | 0.1% |
| 62 | 45 | 0.1% |
| 60 | 44 | 0.1% |
| 67 | 42 | 0.1% |
| 55 | 42 | 0.1% |
| 67.5 | 41 | 0.1% |
| 70 | 41 | 0.1% |
| 65 | 40 | 0.1% |
| 59 | 40 | 0.1% |
| Other values (20698) | 32495 | |
| (Missing) | 7411 | 18.4% |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 27.33333333 | 1 | < 0.1% |
| 27.525 | 1 | < 0.1% |
| 28.58333333 | 2 | |
| 29 | 3 | |
| 29.09574468 | 1 | < 0.1% |
| 29.575 | 1 | < 0.1% |
| 30.41428571 | 1 | < 0.1% |
| 30.76470588 | 1 | < 0.1% |
| 31.02222222 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 135.7222222 | 1 | |
| 134 | 1 | |
| 116.5454545 | 1 | |
| 116.1891892 | 1 | |
| 116.0135135 | 1 | |
| 115.8333333 | 1 | |
| 115.1363636 | 1 | |
| 114.875 | 1 | |
| 113.2857143 | 1 | |
| 112.2692308 | 1 |
Resp
Real number (ℝ≥0)
| Distinct | 15947 |
|---|---|
| Distinct (%) | 39.6% |
| Missing | 71 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.53796649 |
| Minimum | 1 |
|---|---|
| Maximum | 56.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 13.85263952 |
| Q1 | 16.38095238 |
| median | 18.14285714 |
| Q3 | 20.27941176 |
| 95-th percentile | 24.54324786 |
| Maximum | 56.25 |
| Range | 55.25 |
| Interquartile range (IQR) | 3.898459384 |
Descriptive statistics
| Standard deviation | 3.40576537 |
|---|---|
| Coefficient of variation (CV) | 0.1837183906 |
| Kurtosis | 3.563885383 |
| Mean | 18.53796649 |
| Median Absolute Deviation (MAD) | 1.928571429 |
| Skewness | 0.8367202864 |
| Sum | 746431.2208 |
| Variance | 11.59923775 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 360 | 0.9% |
| 16 | 211 | 0.5% |
| 17 | 200 | 0.5% |
| 17.5 | 167 | 0.4% |
| 19 | 136 | 0.3% |
| 18.5 | 125 | 0.3% |
| 16.5 | 123 | 0.3% |
| 20 | 108 | 0.3% |
| 17.33333333 | 92 | 0.2% |
| 15 | 92 | 0.2% |
| Other values (15937) | 38651 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 1.333333333 | 2 | |
| 1.5 | 2 | |
| 1.583333333 | 1 | < 0.1% |
| 1.636363636 | 1 | < 0.1% |
| 1.642857143 | 1 | < 0.1% |
| 1.764705882 | 1 | < 0.1% |
| 1.833333333 | 1 | < 0.1% |
| 1.842105263 | 1 | < 0.1% |
| 1.9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 56.25 | 1 | |
| 56 | 1 | |
| 50.04166667 | 1 | |
| 44.28571429 | 1 | |
| 41.66666667 | 1 | |
| 40.22222222 | 1 | |
| 40.21428571 | 1 | |
| 39.5 | 2 | |
| 38.91666667 | 1 | |
| 38.15384615 | 1 |
| Distinct | 1928 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 37120 |
| Missing (%) | 92.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.09096109 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 17.8875 |
| Q1 | 28.34903846 |
| median | 33.05 |
| Q3 | 37.25 |
| 95-th percentile | 43.25347222 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 8.900961538 |
Descriptive statistics
| Standard deviation | 10.19338005 |
|---|---|
| Coefficient of variation (CV) | 0.3080412207 |
| Kurtosis | 16.96107567 |
| Mean | 33.09096109 |
| Median Absolute Deviation (MAD) | 4.45 |
| Skewness | 2.739708572 |
| Sum | 106420.5309 |
| Variance | 103.9049968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 28 | 0.1% |
| 34 | 26 | 0.1% |
| 40 | 23 | 0.1% |
| 33 | 22 | 0.1% |
| 36 | 21 | 0.1% |
| 39 | 20 | < 0.1% |
| 32 | 19 | < 0.1% |
| 28 | 19 | < 0.1% |
| 37 | 19 | < 0.1% |
| 34.5 | 18 | < 0.1% |
| Other values (1918) | 3001 | 7.4% |
| (Missing) | 37120 |
| Value | Count | Frequency (%) |
| 10 | 4 | |
| 10.125 | 1 | < 0.1% |
| 10.5 | 5 | |
| 10.83333333 | 1 | < 0.1% |
| 11 | 6 | |
| 11.15 | 1 | < 0.1% |
| 11.25 | 1 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| 11.75 | 1 | < 0.1% |
| 11.84615385 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 7 | |
| 99 | 4 | |
| 98.5 | 1 | < 0.1% |
| 98 | 6 | |
| 97.5 | 1 | < 0.1% |
| 97.25 | 1 | < 0.1% |
| 97 | 7 | |
| 96 | 2 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 2 | < 0.1% |
| Distinct | 2037 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 27126 |
| Missing (%) | 67.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.4712249706 |
| Minimum | -25 |
|---|---|
| Maximum | 25 |
| Zeros | 1020 |
| Zeros (%) | 2.5% |
| Negative | 7070 |
| Negative (%) | 17.5% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -25 |
|---|---|
| 5-th percentile | -6.423214286 |
| Q1 | -2.205882353 |
| median | -0.3333333333 |
| Q3 | 1.097727273 |
| 95-th percentile | 5.666666667 |
| Maximum | 25 |
| Range | 50 |
| Interquartile range (IQR) | 3.303609626 |
Descriptive statistics
| Standard deviation | 3.850798288 |
|---|---|
| Coefficient of variation (CV) | -8.171889285 |
| Kurtosis | 4.752679783 |
| Mean | -0.4712249706 |
| Median Absolute Deviation (MAD) | 1.666666667 |
| Skewness | -0.07405872077 |
| Sum | -6224.881862 |
| Variance | 14.82864746 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1020 | 2.5% |
| -1 | 489 | 1.2% |
| 1 | 465 | 1.2% |
| -2 | 371 | 0.9% |
| 2 | 325 | 0.8% |
| 3 | 252 | 0.6% |
| -3 | 241 | 0.6% |
| -0.5 | 220 | 0.5% |
| 0.5 | 215 | 0.5% |
| 4 | 175 | 0.4% |
| Other values (2027) | 9437 | 23.4% |
| (Missing) | 27126 |
| Value | Count | Frequency (%) |
| -25 | 1 | |
| -24.5 | 1 | |
| -24 | 2 | |
| -22.66666667 | 1 | |
| -22.36666667 | 1 | |
| -22.25 | 1 | |
| -21.75 | 1 | |
| -21.6 | 1 | |
| -21.07142857 | 1 | |
| -20.5 | 2 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 21 | 2 | |
| 20.71428571 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19.33333333 | 1 | < 0.1% |
| 19 | 3 | |
| 18.81818182 | 1 | < 0.1% |
| 18.8 | 1 | < 0.1% |
| 18 | 3 |
| Distinct | 1003 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 20119 |
| Missing (%) | 49.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.38459267 |
| Minimum | 5 |
|---|---|
| Maximum | 54.33333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 22.2 |
| median | 24.33333333 |
| Q3 | 26.5 |
| 95-th percentile | 30.5 |
| Maximum | 54.33333333 |
| Range | 49.33333333 |
| Interquartile range (IQR) | 4.3 |
Descriptive statistics
| Standard deviation | 3.887861096 |
|---|---|
| Coefficient of variation (CV) | 0.1594392471 |
| Kurtosis | 3.098860851 |
| Mean | 24.38459267 |
| Median Absolute Deviation (MAD) | 2.166666667 |
| Skewness | 0.4054029494 |
| Sum | 492983.31 |
| Variance | 15.1154639 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 1369 | 3.4% |
| 24 | 1342 | 3.3% |
| 26 | 1165 | 2.9% |
| 23 | 1155 | 2.9% |
| 22 | 895 | 2.2% |
| 27 | 873 | 2.2% |
| 28 | 577 | 1.4% |
| 21 | 566 | 1.4% |
| 24.5 | 536 | 1.3% |
| 23.5 | 466 | 1.2% |
| Other values (993) | 11273 | |
| (Missing) | 20119 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 6.5 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 7.2 | 1 | < 0.1% |
| 7.428571429 | 1 | < 0.1% |
| 7.7 | 1 | < 0.1% |
| 8 | 5 | |
| 8.363636364 | 1 | < 0.1% |
| 8.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.33333333 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 48 | 1 | |
| 47.66666667 | 2 | |
| 46.5 | 1 | |
| 46.33333333 | 1 | |
| 46 | 2 | |
| 45.5 | 1 | |
| 45.25 | 1 |
| Distinct | 2106 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 22527 |
| Missing (%) | 55.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5773836793 |
| Minimum | -16 |
|---|---|
| Maximum | 1000.3 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -16 |
|---|---|
| 5-th percentile | 0.28 |
| Q1 | 0.4083333333 |
| median | 0.5 |
| Q3 | 0.6 |
| 95-th percentile | 0.875 |
| Maximum | 1000.3 |
| Range | 1016.3 |
| Interquartile range (IQR) | 0.1916666667 |
Descriptive statistics
| Standard deviation | 7.495152934 |
|---|---|
| Coefficient of variation (CV) | 12.98123449 |
| Kurtosis | 17776.81658 |
| Mean | 0.5773836793 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 133.2689459 |
| Sum | 10282.62594 |
| Variance | 56.1773175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 1650 | 4.1% |
| 0.4 | 1636 | 4.1% |
| 1 | 638 | 1.6% |
| 0.21 | 592 | 1.5% |
| 0.6 | 541 | 1.3% |
| 0.45 | 436 | 1.1% |
| 0.7 | 348 | 0.9% |
| 0.55 | 276 | 0.7% |
| 0.4 | 243 | 0.6% |
| 0.35 | 239 | 0.6% |
| Other values (2096) | 11210 | |
| (Missing) | 22527 |
| Value | Count | Frequency (%) |
| -16 | 1 | < 0.1% |
| -5.6375 | 1 | < 0.1% |
| 0 | 2 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.03 | 4 | |
| 0.04 | 5 | |
| 0.05 | 4 | |
| 0.06 | 4 | |
| 0.08 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000.3 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 1.266666667 | 1 | < 0.1% |
| 1.214285714 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.166666667 | 2 | < 0.1% |
| 1 | 638 |
| Distinct | 2349 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 21401 |
| Missing (%) | 53.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.382064509 |
| Minimum | 6.63 |
|---|---|
| Maximum | 7.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 6.63 |
|---|---|
| 5-th percentile | 7.283333333 |
| Q1 | 7.35 |
| median | 7.384285714 |
| Q3 | 7.42 |
| 95-th percentile | 7.475 |
| Maximum | 7.73 |
| Range | 1.1 |
| Interquartile range (IQR) | 0.07 |
Descriptive statistics
| Standard deviation | 0.06205049667 |
|---|---|
| Coefficient of variation (CV) | 0.00840557497 |
| Kurtosis | 6.819001289 |
| Mean | 7.382064509 |
| Median Absolute Deviation (MAD) | 0.03428571429 |
| Skewness | -1.089269525 |
| Sum | 139779.3915 |
| Variance | 0.003850264137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.38 | 585 | 1.5% |
| 7.4 | 534 | 1.3% |
| 7.37 | 527 | 1.3% |
| 7.42 | 453 | 1.1% |
| 7.41 | 426 | 1.1% |
| 7.43 | 389 | 1.0% |
| 7.36 | 361 | 0.9% |
| 7.35 | 357 | 0.9% |
| 7.39 | 351 | 0.9% |
| 7.34 | 335 | 0.8% |
| Other values (2339) | 14617 | |
| (Missing) | 21401 |
| Value | Count | Frequency (%) |
| 6.63 | 1 | |
| 6.65 | 1 | |
| 6.78 | 1 | |
| 6.81 | 1 | |
| 6.87 | 1 | |
| 6.9 | 1 | |
| 6.94 | 1 | |
| 6.94 | 1 | |
| 6.95 | 1 | |
| 6.96 | 1 |
| Value | Count | Frequency (%) |
| 7.73 | 1 | < 0.1% |
| 7.695 | 1 | < 0.1% |
| 7.66 | 1 | < 0.1% |
| 7.63 | 1 | < 0.1% |
| 7.615 | 1 | < 0.1% |
| 7.61 | 1 | < 0.1% |
| 7.6 | 4 | |
| 7.59 | 4 | |
| 7.585 | 3 | |
| 7.583333333 | 1 | < 0.1% |
| Distinct | 2696 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 21980 |
| Missing (%) | 54.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.89645752 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 36.25 |
| median | 40 |
| Q3 | 44 |
| 95-th percentile | 54.5 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 7.75 |
Descriptive statistics
| Standard deviation | 8.306837654 |
|---|---|
| Coefficient of variation (CV) | 0.2031187579 |
| Kurtosis | 6.927952056 |
| Mean | 40.89645752 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.761578454 |
| Sum | 750695.3742 |
| Variance | 69.00355181 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38 | 456 | 1.1% |
| 40 | 453 | 1.1% |
| 41 | 417 | 1.0% |
| 37 | 403 | 1.0% |
| 39 | 402 | 1.0% |
| 42 | 395 | 1.0% |
| 43 | 365 | 0.9% |
| 44 | 357 | 0.9% |
| 36 | 357 | 0.9% |
| 35 | 333 | 0.8% |
| Other values (2686) | 14418 | |
| (Missing) | 21980 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 15 | 3 | |
| 15.3 | 1 | < 0.1% |
| 15.5 | 2 | |
| 16 | 4 | |
| 16.7 | 1 | < 0.1% |
| 17 | 4 | |
| 18 | 4 | |
| 18.75 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 98 | 1 | |
| 96.75 | 1 | |
| 95.75 | 1 | |
| 95.33333333 | 1 | |
| 95 | 1 | |
| 94.66666667 | 1 | |
| 94 | 1 | |
| 93.5 | 1 | |
| 93.4 | 1 |
| Distinct | 2279 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 27248 |
| Missing (%) | 67.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.6712575 |
| Minimum | 29.5 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 29.5 |
|---|---|
| 5-th percentile | 76.10875 |
| Q1 | 93 |
| median | 96.7 |
| Q3 | 98 |
| 95-th percentile | 99.1 |
| Maximum | 100 |
| Range | 70.5 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 7.753211401 |
|---|---|
| Coefficient of variation (CV) | 0.08277044216 |
| Kurtosis | 8.309011815 |
| Mean | 93.6712575 |
| Median Absolute Deviation (MAD) | 1.7 |
| Skewness | -2.650466565 |
| Sum | 1225969.418 |
| Variance | 60.11228703 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 1077 | 2.7% |
| 97 | 631 | 1.6% |
| 99 | 403 | 1.0% |
| 96 | 348 | 0.9% |
| 97.5 | 279 | 0.7% |
| 98.5 | 233 | 0.6% |
| 95 | 184 | 0.5% |
| 96.5 | 165 | 0.4% |
| 94 | 129 | 0.3% |
| 95.5 | 102 | 0.3% |
| Other values (2269) | 9537 | 23.6% |
| (Missing) | 27248 |
| Value | Count | Frequency (%) |
| 29.5 | 1 | |
| 30 | 1 | |
| 31.5 | 1 | |
| 32.25 | 1 | |
| 40 | 1 | |
| 41.25 | 1 | |
| 41.33333333 | 1 | |
| 41.5 | 1 | |
| 42 | 1 | |
| 43 | 1 |
| Value | Count | Frequency (%) |
| 100 | 19 | |
| 99.9 | 30 | |
| 99.85 | 1 | < 0.1% |
| 99.83846154 | 1 | < 0.1% |
| 99.83333333 | 3 | < 0.1% |
| 99.8 | 2 | < 0.1% |
| 99.8 | 34 | |
| 99.775 | 1 | < 0.1% |
| 99.75 | 3 | < 0.1% |
| 99.73888889 | 1 | < 0.1% |
| Distinct | 1928 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 25979 |
| Missing (%) | 64.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.7053508 |
| Minimum | 3 |
|---|---|
| Maximum | 9264 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 20 |
| median | 33 |
| Q3 | 68 |
| 95-th percentile | 442 |
| Maximum | 9264 |
| Range | 9261 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 507.0128246 |
|---|---|
| Coefficient of variation (CV) | 3.708800144 |
| Kurtosis | 103.5586421 |
| Mean | 136.7053508 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 9.20935875 |
| Sum | 1962678.721 |
| Variance | 257062.0044 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 388 | 1.0% |
| 18 | 388 | 1.0% |
| 17 | 373 | 0.9% |
| 21 | 348 | 0.9% |
| 20 | 347 | 0.9% |
| 16 | 344 | 0.9% |
| 24 | 333 | 0.8% |
| 22 | 332 | 0.8% |
| 15 | 317 | 0.8% |
| 23 | 292 | 0.7% |
| Other values (1918) | 10895 | |
| (Missing) | 25979 |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 3 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 6 | 10 | < 0.1% |
| 6.5 | 2 | < 0.1% |
| 7 | 12 | |
| 8 | 25 | |
| 8.25 | 2 | < 0.1% |
| 8.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9264 | 1 | |
| 9210 | 1 | |
| 8591 | 1 | |
| 7906 | 1 | |
| 7868.8 | 1 | |
| 7697.333333 | 1 | |
| 7438.5 | 1 | |
| 7393 | 1 | |
| 7279.4 | 1 | |
| 7174 | 1 |
| Distinct | 1888 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 2018 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.02497686 |
| Minimum | 1 |
|---|---|
| Maximum | 227.3333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6.5 |
| Q1 | 11.5 |
| median | 16.5 |
| Q3 | 25.5 |
| 95-th percentile | 58.33333333 |
| Maximum | 227.3333333 |
| Range | 226.3333333 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 17.8934241 |
|---|---|
| Coefficient of variation (CV) | 0.8124151145 |
| Kurtosis | 10.25054004 |
| Mean | 22.02497686 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.688473175 |
| Sum | 843953.0634 |
| Variance | 320.174626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 1219 | 3.0% |
| 12 | 1192 | 3.0% |
| 14 | 1159 | 2.9% |
| 11 | 1154 | 2.9% |
| 10 | 1087 | 2.7% |
| 15 | 1027 | 2.5% |
| 16 | 970 | 2.4% |
| 9 | 926 | 2.3% |
| 17 | 913 | 2.3% |
| 18 | 805 | 2.0% |
| Other values (1878) | 27866 | |
| (Missing) | 2018 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 6 | < 0.1% |
| 1.25 | 1 | < 0.1% |
| 1.285714286 | 1 | < 0.1% |
| 1.5 | 6 | < 0.1% |
| 1.538461538 | 1 | < 0.1% |
| 1.583333333 | 2 | < 0.1% |
| 1.666666667 | 7 | < 0.1% |
| 1.75 | 1 | < 0.1% |
| 1.857142857 | 1 | < 0.1% |
| 2 | 24 |
| Value | Count | Frequency (%) |
| 227.3333333 | 1 | |
| 192.8333333 | 1 | |
| 187.5 | 1 | |
| 181.6 | 1 | |
| 179.5 | 1 | |
| 178.5 | 1 | |
| 178 | 1 | |
| 177 | 1 | |
| 172 | 1 | |
| 170.5 | 1 |
| Distinct | 1548 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 26163 |
| Missing (%) | 64.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.84900819 |
| Minimum | 7 |
|---|---|
| Maximum | 3726 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 54 |
| median | 72 |
| Q3 | 103 |
| 95-th percentile | 232.7 |
| Maximum | 3726 |
| Range | 3719 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 104.4976694 |
|---|---|
| Coefficient of variation (CV) | 1.078975111 |
| Kurtosis | 188.7363844 |
| Mean | 96.84900819 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 9.637277759 |
| Sum | 1372640.993 |
| Variance | 10919.76291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 182 | 0.5% |
| 53 | 178 | 0.4% |
| 52 | 175 | 0.4% |
| 69 | 173 | 0.4% |
| 59 | 173 | 0.4% |
| 49 | 169 | 0.4% |
| 58 | 168 | 0.4% |
| 63 | 167 | 0.4% |
| 61 | 166 | 0.4% |
| 54 | 166 | 0.4% |
| Other values (1538) | 12456 | |
| (Missing) | 26163 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 5 | |
| 18.33333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3726 | 1 | |
| 2528 | 1 | |
| 2182.666667 | 1 | |
| 2145.5 | 1 | |
| 2020 | 1 | |
| 1669 | 1 | |
| 1650 | 2 | |
| 1529 | 1 | |
| 1477.666667 | 1 | |
| 1437 | 1 |
| Distinct | 4144 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 5339 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.029117876 |
| Minimum | 1.063333333 |
|---|---|
| Maximum | 27.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1.063333333 |
|---|---|
| 5-th percentile | 4.775 |
| Q1 | 7.75 |
| median | 8.3 |
| Q3 | 8.75 |
| 95-th percentile | 9.4 |
| Maximum | 27.45 |
| Range | 26.38666667 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.404968293 |
|---|---|
| Coefficient of variation (CV) | 0.1749841408 |
| Kurtosis | 7.992568455 |
| Mean | 8.029117876 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.9587080382 |
| Sum | 280995.0383 |
| Variance | 1.973935904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.5 | 1303 | 3.2% |
| 8.3 | 1152 | 2.9% |
| 8.6 | 1139 | 2.8% |
| 8.4 | 1108 | 2.7% |
| 8.2 | 1046 | 2.6% |
| 8.1 | 991 | 2.5% |
| 8.7 | 968 | 2.4% |
| 8.8 | 964 | 2.4% |
| 8 | 926 | 2.3% |
| 9 | 813 | 2.0% |
| Other values (4134) | 24587 | |
| (Missing) | 5339 | 13.2% |
| Value | Count | Frequency (%) |
| 1.063333333 | 1 | < 0.1% |
| 1.07 | 1 | < 0.1% |
| 1.08 | 3 | |
| 1.085 | 1 | < 0.1% |
| 1.09 | 1 | < 0.1% |
| 1.1 | 2 | |
| 1.11 | 1 | < 0.1% |
| 1.12 | 1 | < 0.1% |
| 1.125 | 1 | < 0.1% |
| 1.13 | 3 |
| Value | Count | Frequency (%) |
| 27.45 | 1 | < 0.1% |
| 25.2 | 1 | < 0.1% |
| 23.7 | 1 | < 0.1% |
| 19.1 | 1 | < 0.1% |
| 18.8 | 2 | |
| 18.6 | 3 | |
| 18.3 | 1 | < 0.1% |
| 18.2 | 3 | |
| 18.1 | 1 | < 0.1% |
| 18 | 2 |
| Distinct | 1022 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 18925 |
| Missing (%) | 46.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.5508098 |
| Minimum | 67.5 |
|---|---|
| Maximum | 138.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 67.5 |
|---|---|
| 5-th percentile | 97 |
| Q1 | 102.6666667 |
| median | 106 |
| Q3 | 108.6666667 |
| 95-th percentile | 113.25 |
| Maximum | 138.6 |
| Range | 71.1 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.117964961 |
|---|---|
| Coefficient of variation (CV) | 0.04848816386 |
| Kurtosis | 1.91195008 |
| Mean | 105.5508098 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.3040993965 |
| Sum | 2259948.388 |
| Variance | 26.19356534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 107 | 1013 | 2.5% |
| 106 | 1007 | 2.5% |
| 105 | 978 | 2.4% |
| 108 | 879 | 2.2% |
| 103 | 827 | 2.1% |
| 104 | 795 | 2.0% |
| 109 | 727 | 1.8% |
| 102 | 604 | 1.5% |
| 110 | 574 | 1.4% |
| 101 | 522 | 1.3% |
| Other values (1012) | 13485 | |
| (Missing) | 18925 |
| Value | Count | Frequency (%) |
| 67.5 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 74 | 2 | |
| 75.55555556 | 1 | < 0.1% |
| 78.28571429 | 1 | < 0.1% |
| 79.66666667 | 1 | < 0.1% |
| 80.33333333 | 1 | < 0.1% |
| 81 | 3 | |
| 81.33333333 | 1 | < 0.1% |
| 82 | 2 |
| Value | Count | Frequency (%) |
| 138.6 | 1 | |
| 135.125 | 1 | |
| 133.75 | 1 | |
| 133 | 1 | |
| 132.8333333 | 1 | |
| 132 | 1 | |
| 131 | 2 | |
| 129.8947368 | 1 | |
| 129 | 1 | |
| 128.5 | 2 |
| Distinct | 4367 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 2049 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.432323794 |
| Minimum | 0.1 |
|---|---|
| Maximum | 27.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 0.9 |
| Q3 | 1.3 |
| 95-th percentile | 4.72675 |
| Maximum | 27.4 |
| Range | 27.3 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 1.774699753 |
|---|---|
| Coefficient of variation (CV) | 1.239035307 |
| Kurtosis | 30.01223009 |
| Mean | 1.432323794 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | 4.707721647 |
| Sum | 54839.38111 |
| Variance | 3.149559212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 1444 | 3.6% |
| 0.8 | 1424 | 3.5% |
| 0.9 | 1318 | 3.3% |
| 0.6 | 1235 | 3.1% |
| 1 | 987 | 2.4% |
| 0.5 | 777 | 1.9% |
| 0.75 | 713 | 1.8% |
| 1.1 | 594 | 1.5% |
| 0.85 | 454 | 1.1% |
| 0.65 | 436 | 1.1% |
| Other values (4357) | 28905 | |
| (Missing) | 2049 | 5.1% |
| Value | Count | Frequency (%) |
| 0.1 | 3 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.1333333333 | 3 | < 0.1% |
| 0.15 | 3 | < 0.1% |
| 0.1666666667 | 1 | < 0.1% |
| 0.2 | 3 | < 0.1% |
| 0.2 | 11 | |
| 0.2 | 4 | < 0.1% |
| 0.22 | 2 | < 0.1% |
| 0.2333333333 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 27.4 | 1 | |
| 25.33 | 1 | |
| 25 | 1 | |
| 24.57 | 1 | |
| 23.83 | 1 | |
| 23.825 | 1 | |
| 23.495 | 1 | |
| 23.485 | 1 | |
| 23.435 | 1 | |
| 21.31 | 1 |
| Distinct | 355 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 38279 |
| Missing (%) | 94.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.266791265 |
| Minimum | 0.01 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.3 |
| Q3 | 1 |
| 95-th percentile | 5.567333333 |
| Maximum | 37.5 |
| Range | 37.49 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 3.036609718 |
|---|---|
| Coefficient of variation (CV) | 2.397087666 |
| Kurtosis | 38.39248992 |
| Mean | 1.266791265 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 5.445914537 |
| Sum | 2605.789633 |
| Variance | 9.220998579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 468 | 1.2% |
| 0.2 | 314 | 0.8% |
| 0.3 | 147 | 0.4% |
| 0.4 | 118 | 0.3% |
| 0.5 | 58 | 0.1% |
| 0.6 | 51 | 0.1% |
| 0.7 | 30 | 0.1% |
| 0.8 | 29 | 0.1% |
| 1 | 29 | 0.1% |
| 1.1 | 24 | 0.1% |
| Other values (345) | 789 | 2.0% |
| (Missing) | 38279 |
| Value | Count | Frequency (%) |
| 0.01 | 5 | |
| 0.02 | 4 | |
| 0.03 | 5 | |
| 0.04 | 4 | |
| 0.05 | 1 | < 0.1% |
| 0.05 | 4 | |
| 0.06 | 6 | |
| 0.06 | 1 | < 0.1% |
| 0.07 | 7 | |
| 0.08 | 4 |
| Value | Count | Frequency (%) |
| 37.5 | 1 | |
| 35 | 1 | |
| 30 | 1 | |
| 25.95 | 1 | |
| 24.035 | 1 | |
| 22.2 | 1 | |
| 21.335 | 1 | |
| 21.2 | 2 | |
| 21 | 1 | |
| 20.57 | 1 |
| Distinct | 9704 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 1580 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 131.8109752 |
| Minimum | 19 |
|---|---|
| Maximum | 693.1333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 88.33333333 |
| Q1 | 108.0977273 |
| median | 124.5857843 |
| Q3 | 145.2076923 |
| 95-th percentile | 202 |
| Maximum | 693.1333333 |
| Range | 674.1333333 |
| Interquartile range (IQR) | 37.10996503 |
Descriptive statistics
| Standard deviation | 37.82836884 |
|---|---|
| Coefficient of variation (CV) | 0.2869895226 |
| Kurtosis | 11.43664484 |
| Mean | 131.8109752 |
| Median Absolute Deviation (MAD) | 18.08578431 |
| Skewness | 2.238849778 |
| Sum | 5108466.154 |
| Variance | 1430.985489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 105 | 205 | 0.5% |
| 120 | 199 | 0.5% |
| 114 | 195 | 0.5% |
| 110 | 194 | 0.5% |
| 112 | 193 | 0.5% |
| 118 | 193 | 0.5% |
| 116 | 192 | 0.5% |
| 99 | 191 | 0.5% |
| 121 | 191 | 0.5% |
| 104 | 185 | 0.5% |
| Other values (9694) | 36818 | |
| (Missing) | 1580 | 3.9% |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 31 | 1 | |
| 38 | 2 | |
| 40 | 1 | |
| 41 | 1 | |
| 42 | 2 | |
| 44 | 1 | |
| 46 | 1 | |
| 47 | 2 | |
| 48 | 1 |
| Value | Count | Frequency (%) |
| 693.1333333 | 1 | |
| 671.5 | 1 | |
| 666 | 1 | |
| 563 | 1 | |
| 521.3333333 | 1 | |
| 509.25 | 1 | |
| 501 | 1 | |
| 499.3333333 | 1 | |
| 472 | 1 | |
| 463 | 1 |
| Distinct | 3010 |
|---|---|
| Distinct (%) | 24.1% |
| Missing | 27843 |
| Missing (%) | 69.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.16209565 |
| Minimum | 0.3 |
|---|---|
| Maximum | 26.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.81 |
| Q1 | 1.22 |
| median | 1.7 |
| Q3 | 2.46 |
| 95-th percentile | 4.975 |
| Maximum | 26.95 |
| Range | 26.65 |
| Interquartile range (IQR) | 1.24 |
Descriptive statistics
| Standard deviation | 1.750552825 |
|---|---|
| Coefficient of variation (CV) | 0.8096555883 |
| Kurtosis | 29.28618558 |
| Mean | 2.16209565 |
| Median Absolute Deviation (MAD) | 0.55 |
| Skewness | 4.330777557 |
| Sum | 27011.06095 |
| Variance | 3.064435194 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 324 | 0.8% |
| 1.2 | 324 | 0.8% |
| 1.3 | 312 | 0.8% |
| 1.4 | 285 | 0.7% |
| 0.9 | 273 | 0.7% |
| 1.1 | 272 | 0.7% |
| 1.5 | 256 | 0.6% |
| 1.6 | 233 | 0.6% |
| 1.7 | 202 | 0.5% |
| 0.8 | 201 | 0.5% |
| Other values (3000) | 9811 | 24.3% |
| (Missing) | 27843 |
| Value | Count | Frequency (%) |
| 0.3 | 2 | < 0.1% |
| 0.325 | 1 | < 0.1% |
| 0.37 | 1 | < 0.1% |
| 0.4 | 4 | < 0.1% |
| 0.5 | 23 | |
| 0.54 | 1 | < 0.1% |
| 0.55 | 8 | < 0.1% |
| 0.56 | 2 | < 0.1% |
| 0.5666666667 | 2 | < 0.1% |
| 0.57 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.95 | 1 | |
| 25.05 | 1 | |
| 21.78888889 | 1 | |
| 21.04363636 | 1 | |
| 19.425 | 1 | |
| 19.12 | 1 | |
| 19 | 1 | |
| 18.7 | 2 | |
| 18.625 | 1 | |
| 17.8 | 1 |
| Distinct | 890 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 4931 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.021546429 |
| Minimum | 0.5 |
|---|---|
| Maximum | 8.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 1.833333333 |
| median | 2 |
| Q3 | 2.166666667 |
| 95-th percentile | 2.516666667 |
| Maximum | 8.2 |
| Range | 7.7 |
| Interquartile range (IQR) | 0.3333333333 |
Descriptive statistics
| Standard deviation | 0.3180493465 |
|---|---|
| Coefficient of variation (CV) | 0.1573297264 |
| Kurtosis | 22.13330849 |
| Mean | 2.021546429 |
| Median Absolute Deviation (MAD) | 0.1666666667 |
| Skewness | 2.187066243 |
| Sum | 71572.85132 |
| Variance | 0.1011553868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 3210 | 8.0% |
| 1.9 | 2659 | 6.6% |
| 2.1 | 2508 | 6.2% |
| 1.8 | 2207 | 5.5% |
| 2.2 | 1645 | 4.1% |
| 1.7 | 1494 | 3.7% |
| 2.3 | 1100 | 2.7% |
| 2.05 | 1004 | 2.5% |
| 1.85 | 905 | 2.2% |
| 1.6 | 893 | 2.2% |
| Other values (880) | 17780 | |
| (Missing) | 4931 | 12.2% |
| Value | Count | Frequency (%) |
| 0.5 | 1 | < 0.1% |
| 0.65 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 1 | 13 | |
| 1.05 | 3 | < 0.1% |
| 1.066666667 | 1 | < 0.1% |
| 1.1 | 26 | |
| 1.15 | 3 | < 0.1% |
| 1.166666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.2 | 1 | |
| 8.042857143 | 1 | |
| 7.266666667 | 1 | |
| 6.8 | 1 | |
| 6.675 | 1 | |
| 6.5 | 1 | |
| 6.35 | 1 | |
| 6.2 | 2 | |
| 6.033333333 | 1 | |
| 5.34 | 1 |
| Distinct | 1475 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 12015 |
| Missing (%) | 29.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.542320088 |
| Minimum | 0.45 |
|---|---|
| Maximum | 14.46666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.45 |
|---|---|
| 5-th percentile | 2.05 |
| Q1 | 2.8 |
| median | 3.35 |
| Q3 | 4 |
| 95-th percentile | 5.8 |
| Maximum | 14.46666667 |
| Range | 14.01666667 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 1.213184876 |
|---|---|
| Coefficient of variation (CV) | 0.3424831314 |
| Kurtosis | 6.257406453 |
| Mean | 3.542320088 |
| Median Absolute Deviation (MAD) | 0.6166666667 |
| Skewness | 1.76511785 |
| Sum | 100322.0472 |
| Variance | 1.471817544 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 793 | 2.0% |
| 3 | 786 | 1.9% |
| 3.4 | 748 | 1.9% |
| 3.2 | 748 | 1.9% |
| 3.1 | 740 | 1.8% |
| 3.3 | 738 | 1.8% |
| 2.9 | 676 | 1.7% |
| 2.8 | 657 | 1.6% |
| 3.6 | 641 | 1.6% |
| 3.7 | 626 | 1.6% |
| Other values (1465) | 21168 | |
| (Missing) | 12015 |
| Value | Count | Frequency (%) |
| 0.45 | 1 | < 0.1% |
| 0.6 | 3 | < 0.1% |
| 0.65 | 1 | < 0.1% |
| 0.7 | 2 | < 0.1% |
| 0.8 | 9 | |
| 0.85 | 2 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.9 | 4 | |
| 0.9142857143 | 1 | < 0.1% |
| 0.95 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.46666667 | 1 | < 0.1% |
| 14.45 | 1 | < 0.1% |
| 13.375 | 1 | < 0.1% |
| 13.3 | 1 | < 0.1% |
| 13.21666667 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12.9 | 1 | < 0.1% |
| 12.4 | 1 | < 0.1% |
| 12.1 | 1 | < 0.1% |
| 12 | 6 |
| Distinct | 2776 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 1867 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.096041493 |
| Minimum | 1.825 |
|---|---|
| Maximum | 9.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1.825 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 3.8 |
| median | 4.042857143 |
| Q3 | 4.35 |
| 95-th percentile | 4.972071429 |
| Maximum | 9.8 |
| Range | 7.975 |
| Interquartile range (IQR) | 0.55 |
Descriptive statistics
| Standard deviation | 0.4948412672 |
|---|---|
| Coefficient of variation (CV) | 0.1208096324 |
| Kurtosis | 4.850219873 |
| Mean | 4.096041493 |
| Median Absolute Deviation (MAD) | 0.2761904762 |
| Skewness | 1.125918109 |
| Sum | 157570.6202 |
| Variance | 0.2448678797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1805 | 4.5% |
| 3.9 | 1580 | 3.9% |
| 4.1 | 1381 | 3.4% |
| 3.8 | 1323 | 3.3% |
| 4.2 | 1176 | 2.9% |
| 3.7 | 1086 | 2.7% |
| 4.3 | 1007 | 2.5% |
| 3.6 | 930 | 2.3% |
| 4.4 | 786 | 1.9% |
| 3.5 | 749 | 1.9% |
| Other values (2766) | 26646 | |
| (Missing) | 1867 | 4.6% |
| Value | Count | Frequency (%) |
| 1.825 | 1 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.3 | 3 | |
| 2.325 | 1 | < 0.1% |
| 2.4 | 1 | < 0.1% |
| 2.48 | 1 | < 0.1% |
| 2.5 | 3 | |
| 2.533333333 | 1 | < 0.1% |
| 2.55 | 3 | |
| 2.566666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.8 | 1 | < 0.1% |
| 9.4 | 2 | |
| 9.2 | 2 | |
| 9 | 1 | < 0.1% |
| 8.475 | 1 | < 0.1% |
| 8.46 | 1 | < 0.1% |
| 8.2 | 1 | < 0.1% |
| 7.9 | 1 | < 0.1% |
| 7.8 | 1 | < 0.1% |
| 7.6 | 3 |
| Distinct | 930 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 26088 |
| Missing (%) | 64.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.459475069 |
| Minimum | 0.1 |
|---|---|
| Maximum | 49.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.5 |
| median | 0.75 |
| Q3 | 1.26 |
| 95-th percentile | 4.3 |
| Maximum | 49.2 |
| Range | 49.1 |
| Interquartile range (IQR) | 0.76 |
Descriptive statistics
| Standard deviation | 3.037348766 |
|---|---|
| Coefficient of variation (CV) | 2.081124118 |
| Kurtosis | 72.11863279 |
| Mean | 1.459475069 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 7.5132317 |
| Sum | 20794.60079 |
| Variance | 9.225487529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 1221 | 3.0% |
| 0.4 | 1130 | 2.8% |
| 0.6 | 1129 | 2.8% |
| 0.7 | 1040 | 2.6% |
| 0.3 | 855 | 2.1% |
| 0.8 | 847 | 2.1% |
| 0.9 | 694 | 1.7% |
| 1 | 554 | 1.4% |
| 0.2 | 458 | 1.1% |
| 1.1 | 403 | 1.0% |
| Other values (920) | 5917 | 14.7% |
| (Missing) | 26088 |
| Value | Count | Frequency (%) |
| 0.1 | 89 | 0.2% |
| 0.125 | 1 | < 0.1% |
| 0.1333333333 | 5 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.15 | 13 | < 0.1% |
| 0.1666666667 | 2 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.2 | 458 | |
| 0.2 | 2 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.2 | 1 | |
| 45.9 | 1 | |
| 45.75 | 1 | |
| 45.43333333 | 1 | |
| 44.96666667 | 1 | |
| 44.1 | 1 | |
| 43.2 | 1 | |
| 42.35 | 1 | |
| 41.6 | 1 | |
| 40.75 | 1 |
| Distinct | 2155 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 33283 |
| Missing (%) | 82.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.374386393 |
| Minimum | 0.01 |
|---|---|
| Maximum | 409.6833333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.03 |
| median | 0.1 |
| Q3 | 1.255 |
| 95-th percentile | 32.168 |
| Maximum | 409.6833333 |
| Range | 409.6733333 |
| Interquartile range (IQR) | 1.225 |
Descriptive statistics
| Standard deviation | 18.68188074 |
|---|---|
| Coefficient of variation (CV) | 3.476095572 |
| Kurtosis | 78.41196216 |
| Mean | 5.374386393 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | 7.270528377 |
| Sum | 37905.54723 |
| Variance | 349.0126681 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 1209 | 3.0% |
| 0.03 | 775 | 1.9% |
| 0.02 | 275 | 0.7% |
| 0.04 | 237 | 0.6% |
| 0.05 | 135 | 0.3% |
| 0.06 | 113 | 0.3% |
| 0.07 | 113 | 0.3% |
| 0.08 | 78 | 0.2% |
| 0.09 | 74 | 0.2% |
| 0.1 | 56 | 0.1% |
| Other values (2145) | 3988 | 9.9% |
| (Missing) | 33283 |
| Value | Count | Frequency (%) |
| 0.01 | 1209 | |
| 0.01142857143 | 1 | < 0.1% |
| 0.012 | 4 | < 0.1% |
| 0.0125 | 1 | < 0.1% |
| 0.01333333333 | 15 | < 0.1% |
| 0.014 | 2 | < 0.1% |
| 0.015 | 54 | 0.1% |
| 0.01666666667 | 9 | < 0.1% |
| 0.01714285714 | 1 | < 0.1% |
| 0.0175 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 409.6833333 | 1 | < 0.1% |
| 298.83 | 1 | < 0.1% |
| 219.285 | 1 | < 0.1% |
| 200 | 5 | |
| 187.8533333 | 1 | < 0.1% |
| 187.8525 | 1 | < 0.1% |
| 183.5 | 1 | < 0.1% |
| 181.6633333 | 1 | < 0.1% |
| 180.08 | 1 | < 0.1% |
| 177.6325 | 1 | < 0.1% |
| Distinct | 6029 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 2317 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.04411709 |
| Minimum | 9.3 |
|---|---|
| Maximum | 68.04 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 9.3 |
|---|---|
| 5-th percentile | 24.075 |
| Q1 | 28.1 |
| median | 31.45 |
| Q3 | 35.6 |
| 95-th percentile | 41.7 |
| Maximum | 68.04 |
| Range | 58.74 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 5.43319845 |
|---|---|
| Coefficient of variation (CV) | 0.1695536948 |
| Kurtosis | 0.2852737323 |
| Mean | 32.04411709 |
| Median Absolute Deviation (MAD) | 3.661111111 |
| Skewness | 0.482891185 |
| Sum | 1218285.288 |
| Variance | 29.5196454 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.5 | 154 | 0.4% |
| 35 | 141 | 0.3% |
| 34 | 138 | 0.3% |
| 34.6 | 128 | 0.3% |
| 31.5 | 128 | 0.3% |
| 32.1 | 127 | 0.3% |
| 32.5 | 127 | 0.3% |
| 29.5 | 127 | 0.3% |
| 33.4 | 127 | 0.3% |
| 31 | 126 | 0.3% |
| Other values (6019) | 36696 | |
| (Missing) | 2317 | 5.7% |
| Value | Count | Frequency (%) |
| 9.3 | 1 | |
| 10.25 | 1 | |
| 11.86 | 1 | |
| 12.6 | 1 | |
| 13.3 | 1 | |
| 13.55 | 1 | |
| 14.6 | 1 | |
| 14.83333333 | 1 | |
| 15.5 | 1 | |
| 16 | 1 |
| Value | Count | Frequency (%) |
| 68.04 | 1 | |
| 65 | 1 | |
| 64.2 | 1 | |
| 64.1 | 1 | |
| 62.45 | 1 | |
| 61.7 | 1 | |
| 61.05 | 1 | |
| 59.85 | 1 | |
| 59.8 | 1 | |
| 58.15 | 1 |
| Distinct | 3027 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 2448 |
| Missing (%) | 6.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.71736803 |
| Minimum | 2.6 |
|---|---|
| Maximum | 26.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 2.6 |
|---|---|
| 5-th percentile | 7.875 |
| Q1 | 9.35 |
| median | 10.55 |
| Q3 | 11.93333333 |
| 95-th percentile | 14.1 |
| Maximum | 26.6 |
| Range | 24 |
| Interquartile range (IQR) | 2.583333333 |
Descriptive statistics
| Standard deviation | 1.897156337 |
|---|---|
| Coefficient of variation (CV) | 0.1770170001 |
| Kurtosis | 0.5869283979 |
| Mean | 10.71736803 |
| Median Absolute Deviation (MAD) | 1.261882353 |
| Skewness | 0.5049037064 |
| Sum | 406059.6398 |
| Variance | 3.599202167 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.5 | 436 | 1.1% |
| 10 | 384 | 1.0% |
| 10.6 | 377 | 0.9% |
| 11.3 | 372 | 0.9% |
| 11 | 370 | 0.9% |
| 9.5 | 367 | 0.9% |
| 10.9 | 364 | 0.9% |
| 11.2 | 359 | 0.9% |
| 9.9 | 348 | 0.9% |
| 10.8 | 348 | 0.9% |
| Other values (3017) | 34163 | |
| (Missing) | 2448 | 6.1% |
| Value | Count | Frequency (%) |
| 2.6 | 1 | |
| 3.325 | 1 | |
| 4 | 1 | |
| 4.175 | 1 | |
| 4.3 | 1 | |
| 4.5 | 1 | |
| 4.8 | 1 | |
| 4.9 | 1 | |
| 5 | 1 | |
| 5.1 | 1 |
| Value | Count | Frequency (%) |
| 26.6 | 1 | |
| 24.8 | 2 | |
| 23.8 | 1 | |
| 23.5 | 1 | |
| 22.5 | 1 | |
| 21.6 | 1 | |
| 21.2 | 1 | |
| 21 | 1 | |
| 20.96 | 1 | |
| 20.6 | 1 |
| Distinct | 4477 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 20098 |
| Missing (%) | 49.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.20801695 |
| Minimum | 17.1 |
|---|---|
| Maximum | 250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 17.1 |
|---|---|
| 5-th percentile | 23.25 |
| Q1 | 27.3 |
| median | 31.3 |
| Q3 | 38.5 |
| 95-th percentile | 74.37166667 |
| Maximum | 250 |
| Range | 232.9 |
| Interquartile range (IQR) | 11.2 |
Descriptive statistics
| Standard deviation | 19.44373352 |
|---|---|
| Coefficient of variation (CV) | 0.5225683901 |
| Kurtosis | 25.1282612 |
| Mean | 37.20801695 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | 3.998991833 |
| Sum | 753015.8471 |
| Variance | 378.0587731 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28 | 115 | 0.3% |
| 28.6 | 108 | 0.3% |
| 29.5 | 106 | 0.3% |
| 28.9 | 104 | 0.3% |
| 27.6 | 104 | 0.3% |
| 28.1 | 103 | 0.3% |
| 26.5 | 101 | 0.3% |
| 29.3 | 100 | 0.2% |
| 27.7 | 100 | 0.2% |
| 28.7 | 99 | 0.2% |
| Other values (4467) | 19198 | |
| (Missing) | 20098 |
| Value | Count | Frequency (%) |
| 17.1 | 1 | |
| 17.2 | 1 | |
| 17.3 | 1 | |
| 17.65 | 1 | |
| 18.1 | 1 | |
| 18.25 | 1 | |
| 18.4 | 2 | |
| 18.45 | 1 | |
| 18.5 | 2 | |
| 18.6 | 2 |
| Value | Count | Frequency (%) |
| 250 | 3 | < 0.1% |
| 249.9 | 4 | < 0.1% |
| 249 | 12 | |
| 237.5 | 1 | < 0.1% |
| 234.35 | 1 | < 0.1% |
| 212.7166667 | 1 | < 0.1% |
| 212.3 | 1 | < 0.1% |
| 206 | 1 | < 0.1% |
| 204.9 | 1 | < 0.1% |
| 203.4125 | 1 | < 0.1% |
| Distinct | 4042 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 2625 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.07072318 |
| Minimum | 0.1 |
|---|---|
| Maximum | 328.3666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 4.666666667 |
| Q1 | 7.6 |
| median | 10.2 |
| Q3 | 13.3 |
| 95-th percentile | 19.7 |
| Maximum | 328.3666667 |
| Range | 328.2666667 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 6.586209404 |
|---|---|
| Coefficient of variation (CV) | 0.5949213339 |
| Kurtosis | 380.6221748 |
| Mean | 11.07072318 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 12.12990773 |
| Sum | 417488.042 |
| Variance | 43.37815431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 220 | 0.5% |
| 8.6 | 216 | 0.5% |
| 8 | 215 | 0.5% |
| 9.5 | 210 | 0.5% |
| 9.4 | 210 | 0.5% |
| 8.8 | 208 | 0.5% |
| 7.5 | 208 | 0.5% |
| 8.4 | 206 | 0.5% |
| 7.4 | 206 | 0.5% |
| 9.1 | 205 | 0.5% |
| Other values (4032) | 35607 | |
| (Missing) | 2625 | 6.5% |
| Value | Count | Frequency (%) |
| 0.1 | 10 | |
| 0.1 | 5 | |
| 0.15 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.1666666667 | 2 | < 0.1% |
| 0.2 | 10 | |
| 0.2 | 1 | < 0.1% |
| 0.2333333333 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| 0.3 | 5 |
| Value | Count | Frequency (%) |
| 328.3666667 | 1 | |
| 305.75 | 1 | |
| 203.1666667 | 1 | |
| 200.8 | 1 | |
| 186.125 | 1 | |
| 168.6 | 1 | |
| 168.12 | 1 | |
| 163.56 | 1 | |
| 152.9 | 1 | |
| 151.7666667 | 1 |
| Distinct | 1570 |
|---|---|
| Distinct (%) | 34.8% |
| Missing | 35821 |
| Missing (%) | 88.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 304.3572747 |
| Minimum | 35 |
|---|---|
| Maximum | 1383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 197.5833333 |
| median | 262 |
| Q3 | 368.5 |
| 95-th percentile | 634.3 |
| Maximum | 1383 |
| Range | 1348 |
| Interquartile range (IQR) | 170.9166667 |
Descriptive statistics
| Standard deviation | 157.4224107 |
|---|---|
| Coefficient of variation (CV) | 0.5172290061 |
| Kurtosis | 3.151959471 |
| Mean | 304.3572747 |
| Median Absolute Deviation (MAD) | 79 |
| Skewness | 1.547339765 |
| Sum | 1374173.095 |
| Variance | 24781.8154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 217 | 30 | 0.1% |
| 214 | 23 | 0.1% |
| 203 | 21 | 0.1% |
| 215 | 20 | < 0.1% |
| 248 | 19 | < 0.1% |
| 223 | 18 | < 0.1% |
| 208 | 18 | < 0.1% |
| 202 | 18 | < 0.1% |
| 151 | 17 | < 0.1% |
| 200 | 17 | < 0.1% |
| Other values (1560) | 4314 | 10.7% |
| (Missing) | 35821 |
| Value | Count | Frequency (%) |
| 35 | 1 | |
| 52.5 | 1 | |
| 55.5 | 1 | |
| 56.5 | 1 | |
| 58 | 1 | |
| 59.5 | 1 | |
| 61 | 1 | |
| 63 | 1 | |
| 64 | 1 | |
| 64.91666667 | 1 |
| Value | Count | Frequency (%) |
| 1383 | 1 | < 0.1% |
| 1246 | 1 | < 0.1% |
| 1211 | 1 | < 0.1% |
| 1161 | 1 | < 0.1% |
| 1030 | 1 | < 0.1% |
| 1000 | 7 | |
| 976 | 1 | < 0.1% |
| 960 | 1 | < 0.1% |
| 956 | 1 | < 0.1% |
| 954 | 1 | < 0.1% |
| Distinct | 4368 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 2577 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 206.7748975 |
| Minimum | 4 |
|---|---|
| Maximum | 2322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 82 |
| Q1 | 142 |
| median | 191.25 |
| Q3 | 252 |
| 95-th percentile | 381 |
| Maximum | 2322 |
| Range | 2318 |
| Interquartile range (IQR) | 110 |
Descriptive statistics
| Standard deviation | 99.66729669 |
|---|---|
| Coefficient of variation (CV) | 0.4820086861 |
| Kurtosis | 13.87021048 |
| Mean | 206.7748975 |
| Median Absolute Deviation (MAD) | 54.25 |
| Skewness | 2.040096468 |
| Sum | 7807613.356 |
| Variance | 9933.57003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 167 | 135 | 0.3% |
| 186 | 132 | 0.3% |
| 184 | 131 | 0.3% |
| 158 | 130 | 0.3% |
| 182 | 127 | 0.3% |
| 165 | 126 | 0.3% |
| 163 | 125 | 0.3% |
| 151 | 122 | 0.3% |
| 173 | 122 | 0.3% |
| 180 | 121 | 0.3% |
| Other values (4358) | 36488 | |
| (Missing) | 2577 | 6.4% |
| Value | Count | Frequency (%) |
| 4 | 2 | |
| 4.5 | 2 | |
| 5 | 3 | |
| 7 | 2 | |
| 8 | 1 | < 0.1% |
| 9.333333333 | 1 | < 0.1% |
| 9.5 | 1 | < 0.1% |
| 9.727272727 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 10.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2322 | 1 | |
| 1687.5 | 1 | |
| 1544 | 1 | |
| 1343 | 1 | |
| 1300.5 | 1 | |
| 1187.75 | 1 | |
| 1113.75 | 1 | |
| 1101.333333 | 1 | |
| 1096.5 | 1 | |
| 1067.5 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 7296 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.64342324 |
| Minimum | 14 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 51 |
| median | 63.11 |
| Q3 | 74 |
| 95-th percentile | 85 |
| Maximum | 100 |
| Range | 86 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.48294561 |
|---|---|
| Coefficient of variation (CV) | 0.2673917954 |
| Kurtosis | -0.2334728394 |
| Mean | 61.64342324 |
| Median Absolute Deviation (MAD) | 11.27 |
| Skewness | -0.4250999292 |
| Sum | 2486449.12 |
| Variance | 271.6874961 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 581 | 1.4% |
| 68 | 545 | 1.4% |
| 66 | 521 | 1.3% |
| 65 | 512 | 1.3% |
| 61 | 502 | 1.2% |
| 69 | 498 | 1.2% |
| 71 | 490 | 1.2% |
| 62 | 480 | 1.2% |
| 70 | 478 | 1.2% |
| 63 | 473 | 1.2% |
| Other values (7286) | 35256 |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 5 | < 0.1% |
| 17 | 13 | |
| 18 | 32 | |
| 18.11 | 3 | < 0.1% |
| 18.13 | 1 | < 0.1% |
| 18.14 | 2 | < 0.1% |
| 18.15 | 1 | < 0.1% |
| 18.18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 392 | |
| 89 | 112 | 0.3% |
| 88.99 | 1 | < 0.1% |
| 88.98 | 2 | < 0.1% |
| 88.97 | 4 | < 0.1% |
| 88.96 | 1 | < 0.1% |
| 88.95 | 1 | < 0.1% |
| 88.95 | 3 | < 0.1% |
| 88.94 | 2 | < 0.1% |
| 88.93 | 1 | < 0.1% |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 121008 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 22566 | |
| 0.0 | 17770 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 22566 | |
| 0.0 | 17770 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 58106 | |
| . | 40336 | |
| 1 | 22566 | 18.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 80672 | |
| Other Punctuation | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 58106 | |
| 1 | 22566 | 28.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 40336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 121008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 58106 | |
| . | 40336 | |
| 1 | 22566 | 18.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 121008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 58106 | |
| . | 40336 | |
| 1 | 22566 | 18.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15617 |
| Missing (%) | 38.7% |
| Memory size | 315.2 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74157 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 12452 | |
| 1.0 | 12267 | |
| (Missing) | 15617 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 12452 | |
| 1.0 | 12267 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49438 | |
| Other Punctuation | 24719 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| 1 | 12267 | 24.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24719 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 74157 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74157 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15617 |
| Missing (%) | 38.7% |
| Memory size | 315.2 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74157 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 12452 | |
| 0.0 | 12267 | |
| (Missing) | 15617 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 12452 | |
| 0.0 | 12267 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49438 | |
| Other Punctuation | 24719 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| 1 | 12452 | 25.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24719 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 74157 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74157 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
| Distinct | 13626 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -51.84894508 |
| Minimum | -5366.86 |
|---|---|
| Maximum | 23.99 |
| Zeros | 1313 |
| Zeros (%) | 3.3% |
| Negative | 38767 |
| Negative (%) | 96.1% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -5366.86 |
|---|---|
| 5-th percentile | -240.942 |
| Q1 | -43.685 |
| median | -6.05 |
| Q3 | -0.04 |
| 95-th percentile | -0.01 |
| Maximum | 23.99 |
| Range | 5390.85 |
| Interquartile range (IQR) | 43.645 |
Descriptive statistics
| Standard deviation | 139.766452 |
|---|---|
| Coefficient of variation (CV) | -2.695646975 |
| Kurtosis | 175.3735088 |
| Mean | -51.84894508 |
| Median Absolute Deviation (MAD) | 6.03 |
| Skewness | -9.578944604 |
| Sum | -2091327.2 |
| Variance | 19534.6611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02 | 3799 | 9.4% |
| -0.03 | 1769 | 4.4% |
| 0 | 1313 | 3.3% |
| -0.01 | 1235 | 3.1% |
| -0.04 | 756 | 1.9% |
| -0.03 | 365 | 0.9% |
| -0.05 | 360 | 0.9% |
| -0.03 | 353 | 0.9% |
| -0.07 | 176 | 0.4% |
| -0.06 | 169 | 0.4% |
| Other values (13616) | 30040 |
| Value | Count | Frequency (%) |
| -5366.86 | 1 | |
| -3710.66 | 1 | |
| -3397.64 | 1 | |
| -3342.34 | 1 | |
| -3322.9 | 1 | |
| -3269.1 | 1 | |
| -3212.56 | 1 | |
| -3189.39 | 1 | |
| -3141.55 | 1 | |
| -3112.12 | 1 |
| Value | Count | Frequency (%) |
| 23.99 | 1 | |
| 22.04 | 1 | |
| 20.04 | 1 | |
| 17.34 | 1 | |
| 16.02 | 1 | |
| 14.65 | 1 | |
| 14.21 | 1 | |
| 14 | 1 | |
| 11.94 | 1 | |
| 10.99 | 1 |
| Distinct | 276 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.26911444 |
| Minimum | 4.5 |
|---|---|
| Maximum | 320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 13 |
| median | 20 |
| Q3 | 24.5 |
| 95-th percentile | 30 |
| Maximum | 320 |
| Range | 315.5 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 11.69589542 |
|---|---|
| Coefficient of variation (CV) | 0.57703041 |
| Kurtosis | 64.42858314 |
| Mean | 20.26911444 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 5.556797402 |
| Sum | 817575 |
| Variance | 136.7939696 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 1273 | 3.2% |
| 20.5 | 1248 | 3.1% |
| 21 | 1241 | 3.1% |
| 19.5 | 1233 | 3.1% |
| 22 | 1227 | 3.0% |
| 21.5 | 1220 | 3.0% |
| 22.5 | 1149 | 2.8% |
| 18.5 | 1148 | 2.8% |
| 23 | 1120 | 2.8% |
| 19 | 1113 | 2.8% |
| Other values (266) | 28364 |
| Value | Count | Frequency (%) |
| 4.5 | 281 | |
| 5 | 189 | 0.5% |
| 5.5 | 189 | 0.5% |
| 6 | 192 | 0.5% |
| 6.5 | 236 | 0.6% |
| 7 | 286 | |
| 7.5 | 351 | |
| 8 | 451 | |
| 8.5 | 531 | |
| 9 | 636 |
| Value | Count | Frequency (%) |
| 320 | 1 | < 0.1% |
| 309 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 170 | 1 | < 0.1% |
| 169.5 | 1 | < 0.1% |
| 169 | 2 | < 0.1% |
| 168.5 | 10 | |
| 168 | 1 | < 0.1% |
| 167.5 | 1 | < 0.1% |
| 165.5 | 1 | < 0.1% |
| Distinct | 429 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02878767297 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 37404 |
| Zeros (%) | 92.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.1428571429 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.136403171 |
|---|---|
| Coefficient of variation (CV) | 4.738249289 |
| Kurtosis | 33.74885238 |
| Mean | 0.02878767297 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.704719793 |
| Sum | 1161.179577 |
| Variance | 0.01860582506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 426 | 1.1% |
| 0.9090909091 | 56 | 0.1% |
| 0.8333333333 | 52 | 0.1% |
| 0.6666666667 | 46 | 0.1% |
| 0.5882352941 | 39 | 0.1% |
| 0.4761904762 | 39 | 0.1% |
| 0.7142857143 | 37 | 0.1% |
| 0.625 | 36 | 0.1% |
| 0.5555555556 | 36 | 0.1% |
| Other values (419) | 2165 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 0.005988023952 | 1 | < 0.1% |
| 0.006329113924 | 1 | < 0.1% |
| 0.01162790698 | 1 | < 0.1% |
| 0.01379310345 | 1 | < 0.1% |
| 0.01785714286 | 2 | < 0.1% |
| 0.0221402214 | 1 | < 0.1% |
| 0.02222222222 | 1 | < 0.1% |
| 0.02686567164 | 1 | < 0.1% |
| 0.02727272727 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 426 | |
| 0.9090909091 | 56 | 0.1% |
| 0.9 | 20 | < 0.1% |
| 0.8333333333 | 52 | 0.1% |
| 0.8181818182 | 15 | < 0.1% |
| 0.7692307692 | 31 | 0.1% |
| 0.75 | 15 | < 0.1% |
| 0.7142857143 | 37 | 0.1% |
| 0.6923076923 | 16 | < 0.1% |
| 0.6666666667 | 46 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 0.0 | |
|---|---|
| 1.0 | 2932 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 121008 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 37404 | |
| 1.0 | 2932 | 7.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 37404 | |
| 1.0 | 2932 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 77740 | |
| . | 40336 | |
| 1 | 2932 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 80672 | |
| Other Punctuation | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 77740 | |
| 1 | 2932 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 40336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 121008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 77740 | |
| . | 40336 | |
| 1 | 2932 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 121008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 77740 | |
| . | 40336 | |
| 1 | 2932 | 2.4% |
| Distinct | 273 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.48200119 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 24 |
| median | 38 |
| Q3 | 47 |
| 95-th percentile | 58 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 22.79592332 |
|---|---|
| Coefficient of variation (CV) | 0.5923788425 |
| Kurtosis | 42.42147962 |
| Mean | 38.48200119 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.840449261 |
| Sum | 1552210 |
| Variance | 519.6541201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 1364 | 3.4% |
| 39 | 1362 | 3.4% |
| 38 | 1323 | 3.3% |
| 40 | 1285 | 3.2% |
| 41 | 1271 | 3.2% |
| 37 | 1223 | 3.0% |
| 43 | 1210 | 3.0% |
| 42 | 1193 | 3.0% |
| 44 | 1143 | 2.8% |
| 45 | 1089 | 2.7% |
| Other values (263) | 27873 |
| Value | Count | Frequency (%) |
| 8 | 328 | |
| 9 | 236 | 0.6% |
| 10 | 221 | 0.5% |
| 11 | 234 | 0.6% |
| 12 | 285 | 0.7% |
| 13 | 350 | |
| 14 | 412 | |
| 15 | 536 | |
| 16 | 601 | |
| 17 | 721 |
| Value | Count | Frequency (%) |
| 336 | 10 | |
| 335 | 3 | < 0.1% |
| 334 | 2 | < 0.1% |
| 333 | 1 | < 0.1% |
| 330 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 327 | 1 | < 0.1% |
| 326 | 1 | < 0.1% |
| 320 | 1 | < 0.1% |
| 318 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 101.571429 | 91.477273 | 36.778000 | 126.809524 | 87.261905 | NaN | 24.820000 | NaN | 20.714286 | 46.500000 | 0.282500 | 7.347143 | 95.333333 | 86.500000 | 16.000000 | 18.000000 | 98.0 | 9.450000 | 85.000000 | 0.700000 | NaN | 163.000000 | NaN | 2.100000 | 3.500000 | 4.200000 | 0.300000 | NaN | 36.700000 | 12.350000 | NaN | 10.200000 | NaN | 327.500000 | 83.14 | 0.0 | NaN | NaN | -0.03 | 27.5 | 0.00000 | 0.0 | 54.0 |
| 1 | 2 | 60.954545 | 97.000000 | 36.165000 | 136.600000 | 66.704545 | 44.066667 | 14.236842 | NaN | NaN | 22.000000 | NaN | NaN | NaN | NaN | NaN | 100.000000 | NaN | 7.900000 | 113.000000 | 2.500000 | NaN | 78.000000 | NaN | 2.500000 | 4.400000 | 5.100000 | NaN | NaN | 27.800000 | 9.700000 | NaN | 11.000000 | NaN | 158.000000 | 75.91 | 0.0 | 0.0 | 1.0 | -98.60 | 12.0 | 0.00000 | 0.0 | 23.0 |
| 2 | 3 | 79.611111 | 95.431818 | 37.609375 | 140.033333 | 81.048000 | 54.392857 | 25.633333 | NaN | 6.500000 | 30.666667 | 0.642857 | 7.496667 | 39.500000 | NaN | NaN | 28.666667 | NaN | 11.000000 | 99.000000 | 0.866667 | NaN | 98.000000 | NaN | 2.433333 | 2.533333 | 3.775000 | NaN | NaN | 28.650000 | 9.633333 | 30.000000 | 9.000000 | NaN | 479.666667 | 45.82 | 0.0 | 1.0 | 0.0 | -1195.71 | 24.5 | 0.00000 | 0.0 | 48.0 |
| 3 | 4 | 102.444444 | 98.203704 | 36.455000 | 113.019231 | 67.147308 | 51.428571 | 18.884615 | NaN | 0.000000 | 22.000000 | NaN | 7.390000 | 43.000000 | 97.833333 | NaN | 16.500000 | NaN | 8.200000 | 106.500000 | 0.800000 | NaN | 135.333333 | NaN | 2.050000 | 3.800000 | 4.433333 | NaN | NaN | 25.800000 | 8.300000 | 21.800000 | 7.600000 | NaN | 182.000000 | 65.71 | 0.0 | 0.0 | 1.0 | -8.77 | 15.0 | 0.00000 | 0.0 | 29.0 |
| 4 | 5 | 73.916667 | 97.500000 | 36.992222 | 132.770833 | 87.088235 | NaN | 16.500000 | NaN | NaN | 25.666667 | NaN | NaN | NaN | NaN | 20.666667 | 7.333333 | 69.0 | 8.166667 | 105.333333 | 0.633333 | NaN | 123.000000 | NaN | 2.200000 | 2.866667 | 3.566667 | 0.566667 | NaN | 42.133333 | 14.700000 | 29.000000 | 6.933333 | NaN | 279.000000 | 28.09 | 1.0 | 1.0 | 0.0 | -0.05 | 25.5 | 0.00000 | 0.0 | 48.0 |
| 5 | 6 | 100.000000 | 98.437500 | 36.600000 | 125.933333 | 88.110667 | NaN | 26.583333 | NaN | 0.000000 | 29.000000 | 0.400000 | 7.340000 | 47.000000 | NaN | NaN | 9.000000 | NaN | NaN | 111.000000 | 0.700000 | NaN | 144.666667 | 1.400000 | NaN | NaN | 3.800000 | NaN | NaN | 36.900000 | 12.200000 | NaN | 12.000000 | NaN | 298.000000 | 52.01 | 1.0 | 1.0 | 0.0 | -0.03 | 11.0 | 0.00000 | 0.0 | 17.0 |
| 6 | 7 | 120.363636 | 95.409091 | 37.842143 | 110.130682 | 74.125000 | 59.627907 | 20.909091 | NaN | -9.000000 | 16.166667 | 0.446154 | 7.330000 | 27.800000 | NaN | 452.000000 | 63.166667 | 88.0 | 7.250000 | 116.666667 | 3.766667 | NaN | 181.166667 | 2.200000 | 1.750000 | 1.966667 | 3.400000 | 1.400000 | NaN | 41.933333 | 15.440000 | 26.240000 | 8.900000 | NaN | 45.333333 | 64.24 | 1.0 | 1.0 | 0.0 | -0.05 | 23.0 | 0.00000 | 0.0 | 45.0 |
| 7 | 8 | 76.342105 | 97.805556 | 36.294545 | 109.835526 | 66.000000 | 47.618421 | 16.592105 | NaN | -8.428571 | 15.545455 | NaN | 7.346429 | 28.250000 | NaN | NaN | 29.181818 | NaN | 7.900000 | 106.545455 | 1.183333 | NaN | 105.571429 | 1.520000 | 1.957143 | 3.375000 | 4.741667 | NaN | NaN | 27.933333 | 9.633333 | NaN | 9.933333 | NaN | 258.333333 | 87.08 | 1.0 | NaN | NaN | -2.23 | 20.5 | 0.00000 | 0.0 | 40.0 |
| 8 | 9 | 112.647059 | 97.930672 | 37.618125 | 120.014706 | 81.674370 | 66.080000 | 24.194328 | NaN | 1.404255 | 27.476190 | 0.489091 | 7.367021 | 47.382979 | 90.958333 | NaN | 18.526316 | NaN | 7.882353 | 107.263158 | 0.973684 | NaN | 120.013889 | 2.245833 | 2.044444 | 3.200000 | 3.744286 | NaN | NaN | 28.793939 | 9.868519 | 32.053571 | 10.582353 | 341.75 | 263.473684 | 27.92 | 1.0 | NaN | NaN | -0.03 | 129.5 | 0.03876 | 1.0 | 258.0 |
| 9 | 10 | 77.043478 | 95.826087 | 36.880952 | 113.956522 | 73.608696 | 55.173913 | 18.652174 | NaN | -0.750000 | 24.000000 | 0.514286 | 7.387500 | 38.750000 | 97.333333 | NaN | 17.500000 | NaN | NaN | 106.666667 | 1.000000 | NaN | 105.000000 | 1.100000 | 2.100000 | NaN | 3.833333 | NaN | NaN | 30.866667 | 10.200000 | 29.900000 | 9.300000 | NaN | 111.000000 | 76.71 | 0.0 | 0.0 | 1.0 | -2.36 | 14.0 | 0.00000 | 0.0 | 23.0 |
Last rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40326 | 119991 | 76.086957 | 97.068182 | 36.856522 | 134.869565 | 84.434783 | 53.086957 | 17.868421 | 35.333333 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 14.0 | NaN | 7.50 | NaN | 0.790000 | NaN | 117.636364 | NaN | 1.600000 | NaN | 4.10000 | NaN | NaN | 26.300000 | 8.400000 | NaN | 6.400000 | NaN | 96.000000 | 81.0 | 0.0 | 0.0 | 1.0 | -66.13 | 13.0 | 0.0 | 0.0 | 25.0 |
| 40327 | 119992 | 92.112500 | 95.225000 | 36.800000 | 148.875000 | 102.037500 | 75.050000 | 20.897436 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 37.0 | NaN | 9.20 | NaN | 9.930000 | NaN | 110.333333 | NaN | 1.800000 | 6.6 | 4.50000 | NaN | 0.41 | 30.200000 | 9.500000 | NaN | 2.800000 | NaN | 198.000000 | 45.0 | 1.0 | 1.0 | 0.0 | -4.55 | 21.0 | 0.0 | 0.0 | 41.0 |
| 40328 | 119993 | 82.357143 | 94.857143 | 36.533333 | 131.583333 | 94.333333 | 75.500000 | 18.750000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 15.0 | NaN | 8.30 | NaN | 1.010000 | NaN | 132.000000 | NaN | 2.000000 | 2.6 | 4.10000 | NaN | 0.01 | 42.000000 | 14.900000 | NaN | 12.300000 | NaN | 175.000000 | 65.0 | 1.0 | NaN | NaN | -3.53 | 11.0 | 0.0 | 0.0 | 21.0 |
| 40329 | 119994 | 74.109756 | 96.963415 | 37.402439 | 123.634146 | 77.146341 | 57.670732 | 18.200000 | 29.444444 | NaN | NaN | 0.42 | 7.313333 | 34.5 | 98.166667 | NaN | 15.0 | NaN | 3.73 | NaN | 1.073333 | NaN | 129.791667 | 5.778333 | 2.033333 | 3.6 | 4.15625 | NaN | NaN | 30.300000 | 10.250000 | NaN | 9.300000 | NaN | 66.500000 | 71.0 | 1.0 | 0.0 | 1.0 | -29.57 | 21.5 | 0.0 | 0.0 | 42.0 |
| 40330 | 119995 | 62.268293 | 94.926829 | 36.020000 | 147.804878 | 106.048780 | 78.073171 | 19.231707 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | NaN | 8.80 | NaN | 0.810000 | NaN | 106.571429 | NaN | 2.000000 | 3.0 | 3.50000 | NaN | NaN | 39.200000 | 13.100000 | NaN | 7.000000 | 289.0 | 154.000000 | 76.0 | 1.0 | 0.0 | 1.0 | -14.90 | 21.5 | 0.0 | 0.0 | 42.0 |
| 40331 | 119996 | 89.456522 | 98.086957 | 36.400000 | 131.366667 | 84.602273 | 71.922222 | 19.176471 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 849.0 | 6.0 | 259.0 | 8.75 | NaN | 0.495000 | NaN | 147.500000 | NaN | 1.950000 | NaN | 3.65000 | 3.3 | 0.01 | 42.700000 | 13.800000 | NaN | 12.600000 | NaN | 238.000000 | 84.0 | 0.0 | NaN | NaN | -6.69 | 24.5 | 0.0 | 0.0 | 48.0 |
| 40332 | 119997 | 61.062500 | 96.833333 | 36.800000 | 119.562500 | 90.937500 | 70.250000 | 20.384615 | 45.000000 | NaN | NaN | NaN | NaN | NaN | NaN | 24.0 | 5.5 | 116.0 | 13.80 | NaN | 0.770000 | 0.1 | 103.750000 | NaN | 3.150000 | 3.1 | 3.35000 | 0.7 | 1.09 | 46.700000 | 15.550000 | 38.2 | 10.400000 | NaN | 189.000000 | 30.0 | 1.0 | NaN | NaN | -0.02 | 13.0 | 0.0 | 0.0 | 25.0 |
| 40333 | 119998 | 80.202381 | 96.255814 | 36.733333 | 157.526316 | 116.157895 | 88.644737 | 20.578947 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | 55.0 | 68.0 | 8.05 | NaN | 7.685000 | NaN | 87.000000 | NaN | 1.900000 | 4.1 | 4.25000 | 0.2 | NaN | 27.966667 | 8.471429 | NaN | 12.266667 | NaN | 197.333333 | 60.0 | 0.0 | 1.0 | 0.0 | -53.64 | 25.0 | 0.0 | 0.0 | 49.0 |
| 40334 | 119999 | 94.333333 | 92.722222 | 37.620000 | 141.722222 | 100.833333 | 74.416667 | 21.666667 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 33.5 | 28.5 | 49.5 | 8.45 | NaN | 1.010000 | NaN | 109.500000 | NaN | NaN | NaN | 3.40000 | 1.0 | NaN | 23.066667 | 7.733333 | NaN | 10.700000 | NaN | 263.500000 | 84.0 | 0.0 | 1.0 | 0.0 | -10.74 | 10.5 | 0.0 | 0.0 | 20.0 |
| 40335 | 120000 | 82.727273 | 98.045455 | 36.714286 | 127.106061 | 92.030303 | 71.015152 | 17.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 18.0 | 10.0 | 75.0 | 9.10 | NaN | 0.535000 | 0.1 | 191.100000 | NaN | 2.200000 | 4.0 | 3.45000 | 0.9 | NaN | 37.350000 | 11.800000 | 29.1 | 6.100000 | NaN | 223.000000 | 62.0 | 0.0 | NaN | NaN | 0.00 | 18.0 | 0.0 | 0.0 | 35.0 |